The graph represents a network of 4,688 Twitter users whose recent tweets contained "GDPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 21:04 UTC.
The tweets in the network were tweeted over the 1817-day, 16-hour, 26-minute period from Wednesday, 14 March 2018 at 08:30 UTC to Monday, 06 March 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4688
Unique Edges : 2854
Edges With Duplicates : 10008
Total Edges : 12862
Number of Edge Types : 9
Retweet : 2224
MentionsInRetweet : 2880
Replies to : 1644
MentionsInReplyTo : 3628
Tweet : 1269
Mentions : 963
Quote : 126
MentionsInQuoteReply : 27
MentionsInQuote : 101
Self-Loops : 1790
Reciprocated Vertex Pair Ratio : 0.056880045053501
Reciprocated Edge Ratio : 0.107637655417407
Connected Components : 1002
Single-Vertex Connected Components : 404
Maximum Vertices in a Connected Component : 2072
Maximum Edges in a Connected Component : 7156
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.229369
Graph Density : 0.000256227558470856
Modularity : 0.438157
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,688 Twitter users whose recent tweets contained "GDPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 21:04 UTC.
The tweets in the network were tweeted over the 1817-day, 16-hour, 26-minute period from Wednesday, 14 March 2018 at 08:30 UTC to Monday, 06 March 2023 at 00:57 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : GDPR
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[764] breach,gdpr [621] matt,hancock [615] #cybersecurity,#hacker [590] civil,servants [590] gdpr,law [582] sue,breach [581] earnings,wiped [581] servants,sue [581] 400k,celeb [581] wiped,civil Top Word Pairs in Tweet in G1:
[570] matt,hancock [566] breach,gdpr [563] gdpr,law [562] 400k,celeb [562] earnings,wiped [562] civil,servants [562] hancock,see [562] sue,breach [562] see,400k [562] servants,sue Top Word Pairs in Tweet in G2:
[69] data,protection [46] regulation,gdpr [39] gdpr,compliance [37] protection,regulation [31] general,data [22] personal,data [20] compliance,plan [20] gdpr,compliant [20] plan,expressing [18] google,analytics Top Word Pairs in Tweet in G3:
[101] breach,gdpr [56] gdpr,breach [49] union,membership [41] trade,union [38] socialisthb,gdpr [30] under,gdpr [26] socialisthb,breach [22] special,category [21] kjohnsoncteach,socialisthb [20] resign,doing Top Word Pairs in Tweet in G4:
[603] #cybersecurity,#hacker [552] #hacker,#infosec [333] #gdpr,#cloud [333] #crime,#gdpr [321] #cloud,#cloudsecurity [318] #cloudsecurity,#dataprotection [314] #dataprotection,#privacy [288] #infosec,reach2ratan [267] #privacy,#cloudcomputing [263] #cloudcomputing,#malware Top Word Pairs in Tweet in G5:
[15] parkingknobs,wankpanzer [15] merpolcc,merseysidersp [15] lpoolcouncil,yplac [15] wankpanzer,evertonglass [15] evertonglass,livechonews [15] yplac,blatantwatch [15] blatantwatch,parkingknobs [15] merseysidersp,lpoolcouncil [10] iconews,dshensmith [9] data,protection Top Word Pairs in Tweet in G6:
[19] matt,hancock [14] breach,gdpr [13] illegally,accessed [13] list,#troughersforhumza [13] snp,email [13] gdpr,protected [13] accessed,gdpr [13] email,list [13] protected,snp [13] scotlandsunico1,yeah Top Word Pairs in Tweet in G7:
[7] principi,delle [7] delle,norme [7] dati,favorire [7] volete,leggere [7] pseudo,complottiste [7] misure,tecniche [7] come,consulenza [7] promuovere,autentica [7] spacciate,come [7] pila,baggianate Top Word Pairs in Tweet in G8:
[23] breach,gdpr [19] membership,database [19] share,membership [19] party's,rule [19] against,party's [19] gdpr,against [19] rule,share [19] massive,breach [19] appear,massive [18] mhaoilein,appear Top Word Pairs in Tweet in G9:
[33] parkovanivpraze,ods_praha [33] hlavacek_p,adamzabransky [33] prahajedna,parkovanivpraze [33] lachmannfilip,piratipraha [33] ods_praha,hlavacek_p [33] prahasobe,prahajedna [33] makupka,lachmannfilip [33] piratipraha,prahasobe [33] zdenekhrib,makupka [16] adamczechia,zdenekhrib Top Word Pairs in Tweet in G10:
[19] cc,clarinette02 [16] authorities,levy [16] abreast,trends [16] fine,centric [16] enforcement,uk [16] centric,health [16] keeping,abreast [16] health,breach [16] irish,authorities [15] gdpr,fine Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: